Games, like every other mind creation(music, movies..) is a form of art. Interactive art to be specific. And just because you have to dig though lot of trash to find one with value, or that some people see games only as a form of "kids toy", thats their problem.

Look at Echo or Hellblade from end of last year, or Dishonored series, and tell me they are not.